{"id":"W4399604378","doi":"10.1200/jco.2024.42.16_suppl.12076","title":"Risk-stratified multidisciplinary ambulatory management of malignant bowel obstruction (MAMBO) program in women with advanced gynaecological cancers: A prospective study.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Ambulatory; Multidisciplinary approach; Prospective cohort study; Multidisciplinary team; Colorectal cancer; General surgery; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006229904,0.0002254305,0.0002829989,0.0002400922,0.0004286636,0.0003962136,0.0002087835,0.0003494519,0.001158745],"category_scores_gemma":[0.001318729,0.0002518775,0.0005283144,0.0004678783,0.0001586159,0.0002759373,0.0004275589,0.0003948831,0.0002272344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000346842,"about_ca_system_score_gemma":0.0008046631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002874662,"about_ca_topic_score_gemma":0.00431231,"domain_scores_codex":[0.9995602,0.0001966765,0.0000337333,0.0000864295,0.00005203667,0.00007096207],"domain_scores_gemma":[0.9994474,0.00007508923,0.0002124532,0.0000301078,0.0000469119,0.0001879745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00442635,0.002828342,0.9853718,0.0001198811,0.0001462699,0.0001149922,0.0002320486,0.00004534557,0.0004723211,0.00002231752,0.000198308,0.006022115],"study_design_scores_gemma":[0.001825308,0.02056603,0.9755405,0.00005939651,0.0002067367,0.000243098,0.0005767983,0.0002598193,0.000101477,0.00002318181,0.0005881392,0.000009580178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992371,0.0001480108,0.0000462114,0.00002239933,0.000007013442,0.0001931705,0.0001395835,0.00000142071,0.000205149],"genre_scores_gemma":[0.9988801,0.0001610344,0.0001939667,0.00008323324,0.00001932071,0.0002673105,0.0002419182,0.00000107049,0.0001520396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002874662,"threshold_uncertainty_score":0.005715907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577146274990909,"score_gpt":0.439840604139948,"score_spread":0.3821259766408571,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}